Emotional intelligence (EI) and learning motivation are widely recognized as critical non-cognitive factors influencing academic success. However, empirical evidence regarding their impact on mathematics achievement within Indonesian Secondary School contexts remains limited. This study examines the individual and simultaneous effects of EI and learning motivation on mathematics learning outcomes among Grade VIII students. Utilizing an ex-post facto quantitative design, a saturated sampling technique was employed to select all 50 Grade VIII students from Lower Secondary School 12 Bulukumba, South Sulawesi, Indonesia. Data was collected via a validated mathematics achievement test and two Likert-scale questionnaires assessing EI and motivation. Descriptive and inferential statistical analyses, including multiple linear regression, were performed using SPSS. Descriptive results categorized student EI as high (M=51.62, SD=4.34), learning motivation as high (M=53.60, SD=6.66), and mathematics outcomes as moderate (M=75.80, SD=10.90). Inferential analysis revealed that EI significantly predicted mathematics outcomes (R2 = 0.14, p = 0.008), and learning motivation emerged as a stronger individual predictor (R2 = 0.302, p<0.001). Simultaneously, both variables exerted a significant combined effect, explaining 39.2% of the variance (R2 = 0.392, p<0.001). These findings underscore the critical role of affective factors in STEM education, suggesting that integrating socio-emotional development programs into secondary mathematics instruction can significantly enhance student performance.
Downloads
- Aljura, A. N., Retnawati, H., & Widjajanti, D. B. (2024). A Meta-Analysis: The Effect of Emotional Intelligence on Students' Mathematics Learning Outcomes in Indonesia. Jurnal Riset Pendidikan Matematika, 11(2), 77-89. https://doi.org/10.21831/jrpm.v11i2.71116
- Arigiyati, T. A., Kusumaningrum, B., Maysaroh, I. L., Kuncoro, K. S., Pahmi, S., & Özsüt, B. (2023). The effect of self-regulated learning and learning interest on mathematics learning outcomes. Union: Jurnal Ilmiah Pendidikan Matematika, 11(2), 317-329. https://doi.org/10.30738/union.v11i2.15025 DOI: https://doi.org/10.30738/union.v11i2.15025
- Asare, B., & Larbi, E. (2025). Nexus between emotional intelligence and mathematics performance: the role of metacognitive awareness. Cogent Education, 12(1), 2450117. https://doi.org/10.1080/2331186X.2025.2450117 DOI: https://doi.org/10.1080/2331186X.2025.2450117
- Balakrishnan, A., & Saklofske, D. H. (2015). Be mindful how you measure: A psychometric investigation of the Brief Emotional Intelligence Scale. Personality and Individual Differences, 87, 293-297. https://doi.org/10.1016/j.paid.2015.08.030 DOI: https://doi.org/10.1016/j.paid.2015.08.030
- Chazan, D. J., Pelletier, G. N., & Daniels, L. M. (2022). Achievement goal theory review: An application to school psychology. Canadian Journal of School Psychology, 37(1), 40-56. https://doi.org/10.1177/08295735211058319 DOI: https://doi.org/10.1177/08295735211058319
- Eccles, J. S., & Wigfield, A. (2024). The development, testing, and refinement of Eccles, Wigfield, and colleagues’ situated expectancy-value model of achievement performance and choice. Educational Psychology Review, 36(2), 51. https://doi.org/10.1007/s10648-024-09888-9 DOI: https://doi.org/10.1007/s10648-024-09888-9
- Emmerling, R. J., & Cherniss, C. (2025). Emotional intelligence in the workplace. Consulting Psychology Journal, 77(3), 209. https://psycnet.apa.org/doi/10.1037/cpb0000305 DOI: https://doi.org/10.1037/cpb0000305
- Gkintoni, E., Dimakos, I., & Nikolaou, G. (2025). Cognitive insights from emotional intelligence: A systematic review of EI models in educational achievement. Emerging Science Journal, 8, 262-297. http://dx.doi.org/10.28991/ESJ-2024-SIED1-016 DOI: https://doi.org/10.28991/ESJ-2024-SIED1-016
- González-Yubero, S., Palomera, R., Mauri, M., & Falcón, C. (2025). The role of resilient coping as a mediator between trait emotional intelligence and academic motivation in university students. Trends in Neuroscience and Education, 100272. https://doi.org/10.1016/j.tine.2025.100272 DOI: https://doi.org/10.1016/j.tine.2025.100272
- Hendra, R., Setiyadi, B., Pratama, Y. H., Denmar, D., Wijaya, H. A., & Contreras, J. A. M. (2024). The influence of self-efficacy, emotional intelligence and learning motivation on learning achievement of students at Universitas Jambi. Jurnal Iqra': Kajian Ilmu Pendidikan, 9(1), 113-134. https://doi.org/10.25217/ji.v9i1.4356 DOI: https://doi.org/10.25217/ji.v9i1.4356
- Kamberi, M. (2025). The types of intrinsic motivation as predictors of academic achievement: the mediating role of deep learning strategy. Cogent Education, 12(1), 2482482. https://doi.org/10.1080/2331186X.2025.2482482 DOI: https://doi.org/10.1080/2331186X.2025.2482482
- Lei, Q., Liu, D., Chen, X., Hirni, M., Wang, J., Abdelnaby, H., & Wei, S. (2025). Mathematics anxiety, trait emotional intelligence, and self‐concept: Pathways to mathematics performance in students with and without mathematics learning difficulties. Journal of Research in Special Educational Needs, 25(4), 945-957. https://doi.org/10.1111/1471-3802.70020 DOI: https://doi.org/10.1111/1471-3802.70020
- Li, Z., Li, X., & Chen, J. (2025). Emotional intelligence of educators: a bibliometric review, 1998–2024. Social Psychology of Education, 28(1), 99. https://doi.org/10.1007/s11218-025-10048-2 DOI: https://doi.org/10.1007/s11218-025-10048-2
- Liu, W. C. (2021). Implicit theories of intelligence and achievement goals: A look at students’ intrinsic motivation and achievement in mathematics. Frontiers in Psychology, 12, 593715. https://doi.org/10.3389/fpsyg.2021.593715 DOI: https://doi.org/10.3389/fpsyg.2021.593715
- MacCann, C., Jiang, Y., Brown, L. E. R., Double, K. S., Bucich, M., & Minbashian, A. (2020). Emotional intelligence predicts academic performance: A meta-analysis. Psychological Bulletin, 146(2), 150–186. https://doi.org/10.1037/bul0000219 DOI: https://doi.org/10.1037/bul0000219
- Mahoney, J. L., Weissberg, R. P., Greenberg, M. T., Dusenbury, L., Jagers, R. J., Niemi, K., ... & Yoder, N. (2021). Systemic social and emotional learning: Promoting educational success for all preschool to high school students. American Psychologist, 76(7), 1128. https://psycnet.apa.org/doi/10.1037/amp0000701 DOI: https://doi.org/10.1037/amp0000701
- Mayer, J. D., Caruso, D. R., Salovey, P., Lin, I. Y., Hansma, B. J., Solomon, J., ... & Romero Escobar, M. (2025). Measuring emotional intelligence with the MSCEIT 2: Theory, rationale, and initial findings. Frontiers in psychology, 16, 1539785. https://doi.org/10.3389/fpsyg.2025.1539785 DOI: https://doi.org/10.3389/fpsyg.2025.1539785
- Muhtadi, A., Kaliky, S., Hukom, J., & Samal, D. (2022). A meta-analysis: Emotional intelligence and its effect on mathematics achievement. International Journal of Instruction, 15(4), 745-762. https://e-iji.net/ats/index.php/pub/article/view/285 DOI: https://doi.org/10.29333/iji.2022.15440a
- Nieto Carracedo, A., Gómez-Iñiguez, C., Tamayo, L. A., & Igartua Perosanz, J. J. (2024). Emotional intelligence and academic achievement relationship: Emotional well-being, motivation, and learning strategies as mediating factors. Psicología educativa, 30(2), 67-74. https://doi.org/10.5093/psed2024a7 DOI: https://doi.org/10.5093/psed2024a7
- Pekrun, R. (2024). Control-value theory: From achievement emotion to a general theory of human emotions. Educational Psychology Review, 36(3), 83. https://doi.org/10.1007/s10648-024-09909-7 DOI: https://doi.org/10.1007/s10648-024-09909-7
- Perpiñà Martí, G., Sidera, F., Senar Morera, F., & Serrat Sellabona, E. (2023). Executive functions are important for academic achievement, but emotional intelligence too. Scandinavian Journal of Psychology, 64(4), 470-478. https://doi.org/10.1111/sjop.12907 DOI: https://doi.org/10.1111/sjop.12907
- Prada Núñez, R., Rabelo Procopio, M. V., Fernández-Cézar, R., & Solano-Pinto, N. (2024). Affective domain and mathematics achievement of Colombian students under multiple correspondence analysis. Frontiers in Education (Vol. 8, p. 1261829). Frontiers Media SA. https://doi.org/10.3389/feduc.2023.1261829 DOI: https://doi.org/10.3389/feduc.2023.1261829
- Ryan, R. M., & Deci, E. L. (2024). Self-determination theory. In Encyclopedia of quality of life and well-being research (pp. 6229-6235). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-17299-1_2630 DOI: https://doi.org/10.1007/978-3-031-17299-1_2630
- Sari, A. P., Upu, H., & Suradi, S. (2024). The Influence of Self-Efficacy, Emotional Intelligence, Learning Motivation, and Cognitive Style on Mathematics Learning Achievement of Students in JuniorHighSchool. Formatif: Jurnal Ilmiah Pendidikan MIPA, 14(2), 487-504. http://dx.doi.org/10.30998/formatif.v14i2.28907 DOI: https://doi.org/10.30998/formatif.v14i2.28907
- Sert, M. A., & Arıkan, S. (2025). Investigating the differential relationship between the big five domains of social and emotional skills and mathematics achievement. International Electronic Journal of Elementary Education, 17(2), 267-277. https://iejee.com/index.php/IEJEE/article/view/2386
- Shengyao, Y., Xuefen, L., Jenatabadi, H. S., Samsudin, N., Chunchun, K., & Ishak, Z. (2024). Emotional intelligence impact on academic achievement and psychological well-being among university students: the mediating role of positive psychological characteristics. BMC psychology, 12(1), 389. https://doi.org/10.1186/s40359-024-01886-4 DOI: https://doi.org/10.1186/s40359-024-01886-4
- Shone, E. T., Weldemeskel, F. M., & Worku, B. N. (2024). The role of students' mathematics perception and self‐efficacy toward their mathematics achievement. Psychology in the Schools, 61(1), 103-122. https://doi.org/10.1002/pits.23033 DOI: https://doi.org/10.1002/pits.23033
- Susanto, H., Setiana, D., Besar, N., Najib Ali, M., Susanto, A. K. S., Seruddin, R., & Ibrahim, F. (2024). Leveraging technology enhancement: the well-being emotional intelligence, security keys to the university students’ readiness in digital learning ecosystem. Sustainability, 16(9), 3765. https://doi.org/10.3390/su16093765 DOI: https://doi.org/10.3390/su16093765
- Vansteenkiste, M., Sierens, E., Goossens, L., Soenens, B., Dochy, F., Mouratidis, A., ... & Beyers, W. (2012). Identifying configurations of perceived teacher autonomy support and structure: Associations with self-regulated learning, motivation and problem behavior. Learning and instruction, 22(6), 431-439. https://doi.org/10.1016/j.learninstruc.2012.04.002 DOI: https://doi.org/10.1016/j.learninstruc.2012.04.002
- Xiao, F., & Sun, L. (2021). Students’ motivation and affection profiles and their relation to mathematics achievement, persistence, and behaviors. Frontiers in psychology, 11, 533593. https://doi.org/10.3389/fpsyg.2020.533593 DOI: https://doi.org/10.3389/fpsyg.2020.533593
- Yuzarion, Y., Yusutria, Y., Abd Wahab, F. I., dos Santos, F. L. C., Alfaiz, A., Yandri, H., ... & Hidayah, N. (2025). The relationship between spiritual intelligence, emotional intelligence, and self-regulated learning in high school students. Jurnal Konseling dan Pendidikan, 13(3), 535-541. https://doi.org/10.29210/1182100 DOI: https://doi.org/10.29210/1182100
Copyright (c) 2026 Fathrul Arriah, Abd. Kadir Jaelani, Ilhamuddin Ilhamuddin, Ahmad Syamsuadi, Ririn Anggraeni

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Fathrul Arriah, Ilhamuddin Ilhamuddin, Leveling Up Junior High School Students' Critical Thinking Skills: Mathematical Thinking Patterns through Polya's Theory , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 2 (2026): March
Similar Articles
- Nehemiah Wokji Gotip, Uchenna Eucharia Enem, Kate Uzoamaka Wilfred-Bonse, Samaila B Bahago, Marcellinus Sa’aondo , Effect of Internet-Based Instructional Strategy on Students’ Academic Achievement in Economics: Counselling and Curriculum Inference , ETDC: Indonesian Journal of Research and Educational Review : Vol. 2 No. 3 (2023): June
- Arifur Rohman, La Kamadi, Sofyan Haeruddin, The Use of Learning Videos to Motivate Elementary School Students to Learn Football Game Materials , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 3 (2022): June
- Gum San Aung, Nan Hkawn Nding, Bernadette Lamsis Soliba, Effectiveness of Teacher Professional Development Programs in Church-Based Education Schools in Myanmar , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 1 (2025): December
- Muhammad Aang Chunaifi, Irvan Sir, Atmam Amir, Rounders Game Learning for Class V Mis Bustanul Ulum Badas: A Study Basic Skill Level , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 2 (2022): March
- Muhammad Rizki, Implications of Information Technology Advances on the Development of Students' Islamic Boarding School Learning Process , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 1 (2024): December
- Ians Aprilo, Poppy Elisano Arfanda, M. Adam Mappaompo, Accessibility of Sports Facilities and Its Impact on Skill Development Among Junior and Senior High School Student-Athletes , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 3 (2026): June
- Pitra Ariya Oktama, Ruswanto Ruswanto, Ais Isti’ana, Transforming Islamic and Character Education: Enhancing Active Participation via Independent Curriculum in the Digital Era , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 3 (2026): June
- Dina Nur Istikomah, Nirva Diana , Yetri Hasan, The Effect of the Adiwiyata Program on Students' Environmental Awareness , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 3 (2026): June
- Alfina Putri Berliana, Pradika Adi Wijayanto, The Effectiveness of 2D Animation Videos on Disaster Mitigation: Students Elementary Schools' Knowledge of Flood Preparedness , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
- Hidayatul Ainiyah, Growth of Critical Thinking Ability in Middle-School Students: Overview of Discovery Learning Model , ETDC: Indonesian Journal of Research and Educational Review : Vol. 3 No. 3 (2024): June
<< < 22 23 24 25 26 27 28 29 30 31 > >>
You may also start an advanced similarity search for this article.


















